import numpy as np
import pandas as pd
import tensorflow as tf
import matplotlib.pyplot as plt

data_file = 'C:\\Users\Administrator\Desktop\data (3).csv'
data = pd.read_csv(data_file)

data = data.fillna(data.mean(numeric_only=True))
data = pd.get_dummies(data, dummy_na=True)
data.drop(data.isna().count().idxmax(), inplace=True,axis=1)
print(data.head())
outputs = data.iloc[:,13]

